Bayesian networks may allow better performance and usability than logistic regression

Affiliations

• ¹ Centre for Trauma Sciences, Blizard Institute, Queen Mary University of London, 4 Newark Street, London, E1 2AT, UK. [email protected].
• ² Machine Intelligence and Decision Support (MInDS) Research Group, School of Electronic Engineering and Computer Science, Digital Environment Research Institute, Queen Mary University of London, London, UK.
• ³ Centre for Trauma Sciences, Blizard Institute, Queen Mary University of London, 4 Newark Street, London, E1 2AT, UK.
• ⁴ Department of Cognitive Science, Graduate School of Informatics, Middle East Technical University, Ankara, Turkey.
• ⁵ Royal London Hospital, Barts NHS Health Trust, London, UK.
• ⁶ London's Air Ambulance, London, UK.
• ⁷ Royal Centre for Defence Medicine, Birmingham, UK.